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1. CNI
2. News: 12/8/2017
Discover Your Competition in LTE: Client-Based Passive Data Rate Prediction by Machine Learning

indicator about the currently achievable data rate. For this reason, the mobile device will only see what it obtains from the network once it actively sends data. A passive estimation in advance is therefore [...] perform a data rate prediction for the current LTE link. Compared to an earlier work, our approach reduces the average prediction error below one third. Applied in public networks, the predicted data rate differs [...] Conference (GLOBECOM) , Singapore, pp. 1–7, December 2017. Abstract: To receive the highest possible data rate or/and the most reliable connection, the User Equipment (UE) may want to choose between different …
1. GRK 2624
RTG 2624 - TU Dortmund - Biostatistical methods ...

Training Group is the development and application of biostatistical methods for the analysis of high-dimensional data for modelling and risk assessment in toxicology. Doctoral researchers acquire knowledge [...] of data for adequate modelling and risk prediction. In addition to conventional one-dimensional dose-response models, models that are more complex need to be developed. High-dimensional omics data are [...] simultaneous consideration of different doses and exposure times. Suitable data integration through the combination of different molecular data sources and additional biological knowledge will allow more informative …
1. RIM
2. Teaching
3. Courses
Lectures

spatial planning Information about the lecture 10.02.2025 - 14.02.2025 SPRING Module 4: Spatial Data Analysis and Mapping Information about the lecture Every Thursday at 10:15 - 11:45 …
1. Department of Statistics
Anna Fritsch

Anna Fritsch Job Title Integrated Analysis Statistician Where do you work? Bayer What do you do in your job? Integrated analyses of patient data from clinical studies, especially on questions of drug safety …
1. Department of Statistics
2. Research
3. Public Lectures
PhD Student Colloquium

Fazio "Using data-based priors for simulation-based validation of Bayesian models" 17:30-18:00 Niklas Lück "Integrative analysis of clustering and differential expression for single-cell RNA data" 18:00-18:30 [...] complex relationships and group structure in biomedical and environmental data" 16:45-17:15 Julia Eichhorn "Design and analysis of concentration-response experiments in toxicology" 17:30-18:00 Merle Mendel [...] clustered return times of extreme events" 17:30-18:00 Marco Jeschke "Nonparametric panel data regression for the analysis of current trajectories" 18:00-18:30 Marvin Napps "Change-Point methods for detecting …
1. Department of Statistics
2. Studies
3. Course Catalog
English lectures

Statistics Statistical Theory , MD 2 Data Science in Context , MD 3 Statistical Learning for Big Data , MD 5. For MD 5, you have to take this Course Panel Data Analysis I , 4.5 ECTS, Methods Natural Language [...] 4.5 ECTS, Methods or Applications, by choice Applied Bayesian Data Analysis , 9 ECTS, Applications or Methods, by choice Industrial Data Science I , 4.5 ECTS, Applications Statistics in Toxicology II [...] 12:00 to 14:00 CDI/ZHB - 120 Advanced Bayesian Data Analysis , 2+1, 4.5 ECTS, MD E1 Prof. Klein Fri. 08:00 to 12:00 Mathematics - E 27 Industrial Data Science 2 , 4.5 ECTS, MD E2 Prof. Pauly Fri. 10:00 …
1. Department of Statistics
2. Department
3. Professors emeritus
4. Prof. Dr. Claus Weihs
Research

Explorative data analysis includes tools to visualize data and dependencies between different data series. The idea is to let the data speak for itself. In this way, conspicuities in the individual data series [...] Statistics meets Linguistics Currently, Claus Weihs works on statistical methods for the analysis of linguistic data. The methods are summarized in PrInDT, an R-package for the optimization of conditional [...] d in Buschfeld, S., Weihs, C. (2025Fc) "Optimizing decision trees for the analysis of World Englishes and sociolinguistic data", Cambridge Elements, doi:10.48550/arXiv.2103.02336 How to cite the package: …
1. Pattern Recognition
2. Forschung
Research areas

Research Current Research Areas © Leonard Rothacker/TU Dortmund Document Analysis and Recognition © InData Labs Human Activity Recognition © Brandon Rothrock/California Institute of Technology Remote …
1. LWuS
2. Homepage
3. Research
Publications - Chair of Buisness and Social Statistics

(2020). Time-dependent Poisson reduced rank models for political text data analysis. Computational Statistics and Data Analysis 142 , 106813. DOI . Jentsch, C., Leucht, A., Meyer, M., and C. Beering (2020) [...] (2023). SpeakGer: A meta-data enriched speech corpus of German state and federal parliaments. Proceedings of the 3rd Workshop on Computational Linguistics for Political Text Analysis@KONVENS 2023. pdf . download [...] Reichmann, L. (2022). Generalized Binary VAR Processes. Journal of Time series Analysis 43 , 285-311. DOI . 2021 Prüser, J. (2021). Data-Based Priors for Vector Error Correction Models. International Journal of …
1. EPC
2. Research
3. Projects
Actor-relations matter

presented. By using several sources of data and mixed methods (i.e., multiple-case-study approach, content analysis, social network analysis and comparative analysis) the research aims to examine whether [...] D. (2023). Actors, the actor network and their impact on public space management: Social network analysis as a method. Spatial Research and Planning 81(4), 373-387. DOI: 10.14512/rur.683 …